He was staring at her, a polite, almost pitying look on his face. Liam felt a cold sweat break out across his forehead. His carefully planned reunion felt like a fragile bubble, ready to burst. "Mark?" he stammered, his voice tight. Mark just blinked. "I don't think so," he said, and went back to organizing his books on the shelf. The bookstore seemed to spin around him, the scent of old paper and ink suddenly nauseating. Liam stumbled backwards, bumping into a display of travel guides. He bolted for the door, desperate to escape the suffocating space.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258